Efficient and Effective Time-Series Forecasting with Spiking Neural Networks

Changze Lv; Yansen Wang; Dongqi Han; Xiaoqing Zheng; Xuanjing Huang; Dongsheng Li

2024 ICML ICML 2024

Efficient and Effective Time-Series Forecasting with Spiking Neural Networks

Abstract

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🐣 Hot Topic Early Bird - temporal alignment

Authors

Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li

Topics

Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

time series forecasting temporal alignment spiking neural network biological neuron energy consumption encoding processes

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